The most popular non-hobbyist drone is the DJI Phantom 4, followed by the Phantom 3, Mavic and Inspire. All of those drones are made by DJI.

70% of all drones registered are made by DJI. Next in line is Intel, though that could be attributed to Intel-made drones that are also flown by Intel. 6,638 Intel Shooting Star and Shooting Star 2 drones are registered in Mountain View, Calif., which is the headquarters of Intel. Intel uses the drones for aerial light shows, including a recent show to promote the Wonder Woman movie and a widely-viewed show during the Super Bowl.

Which zip codes have the most non-hobbyist drones?

94043, which is the zip code for Mountain View Calif. takes the cake, with 6,871 drones registered. Of course, a huge majority of those are likely attributed to Intel’s Shooting Star drones.

But since rankings by zip code tend to always look somewhat like a population map, Bard also broke it down per capita. It turns out, most of America’s drones are flying in rural areas, like in Idado and North Dakota.

So if most of the commercial drones belong to Intel, where are the hobby pilots?

Most of them, it turns out, live in Las Vegas, Nevada. In the No. 2 spot is Houston, Texas, followed by Collin County, Texas.

However, drone registration is still optional, and as of the end of October, there are 943,535 registered drone operators. 106,739 of those are registered as non-hobbyist drones, and 836,796 are registered as hobbyists. Drone registration is tied to the operator, not the drone, and if a drone operator has multiple drones, the same number applies to all of them.

The FAA’s database likely far from represents the total number of drones flying. There is very little enforcement of flying a registered drone, and very few hobby drone pilots are aware that drone registration is even an option. By some estimates, 5 million drones have been sold in recent years in the U.S., according to Bard College.